{"id":"https://openalex.org/W4402260016","doi":"https://doi.org/10.1109/igarss53475.2024.10641684","title":"A CNN system for segmenting tropical cyclones neighborhoods in geostationary images","display_name":"A CNN system for segmenting tropical cyclones neighborhoods in geostationary images","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260016","doi":"https://doi.org/10.1109/igarss53475.2024.10641684"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021202200","display_name":"Joshua May","orcid":"https://orcid.org/0000-0001-8604-479X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Joshua May","raw_affiliation_strings":["Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021790939","display_name":"Mehrtash Harandi","orcid":"https://orcid.org/0000-0002-6937-6300"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehrtash Harandi","raw_affiliation_strings":["Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029598241","display_name":"J. Scott Tyo","orcid":"https://orcid.org/0000-0002-9529-0631"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J Scott Tyo","raw_affiliation_strings":["Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101527577","display_name":"Liang Hu","orcid":"https://orcid.org/0000-0002-9667-758X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Liang Hu","raw_affiliation_strings":["Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107013017","display_name":"Elizabeth A Ritchie-Tyo","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Elizabeth A Ritchie-Tyo","raw_affiliation_strings":["Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University,ECSE Department, School of Earth, Atmospheric, and Environmental Sciences &amp; Department of Civil Engineering,Melbourne,Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8259","last_page":"8262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geostationary-orbit","display_name":"Geostationary orbit","score":0.8266880512237549},{"id":"https://openalex.org/keywords/tropical-cyclone","display_name":"Tropical cyclone","score":0.7731055021286011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6080559492111206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5080745220184326},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.44337165355682373},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.416567862033844},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.40440958738327026},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.32266417145729065},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2381388545036316},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22155097126960754},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.1749567985534668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09075489640235901},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07547622919082642},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.06734415888786316}],"concepts":[{"id":"https://openalex.org/C16405173","wikidata":"https://www.wikidata.org/wiki/Q192316","display_name":"Geostationary orbit","level":3,"score":0.8266880512237549},{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.7731055021286011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6080559492111206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5080745220184326},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.44337165355682373},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.416567862033844},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.40440958738327026},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.32266417145729065},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2381388545036316},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22155097126960754},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.1749567985534668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09075489640235901},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07547622919082642},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06734415888786316},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2909039156","https://openalex.org/W2962766617","https://openalex.org/W2989048157","https://openalex.org/W3157089518","https://openalex.org/W4385224721","https://openalex.org/W6948379872"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2023364053","https://openalex.org/W137969429","https://openalex.org/W2372577889","https://openalex.org/W2348416959","https://openalex.org/W3183138738","https://openalex.org/W2069341891","https://openalex.org/W2318985527","https://openalex.org/W2966054461","https://openalex.org/W2793040666"],"abstract_inverted_index":{"We":[0,119],"present":[1,99],"progress":[2],"towards":[3],"an":[4,32,126],"automated":[5],"system":[6],"that":[7,34,62,105,133],"can":[8,35,106],"segment":[9],"tropical":[10],"cyclones":[11],"(TCs)":[12],"and":[13,86,137],"their":[14,73],"neighboring":[15],"regions":[16,54,90],"from":[17],"geostationary":[18],"infrared":[19],"brightness":[20],"temperature":[21],"images.":[22],"The":[23],"purpose":[24],"of":[25,42,55,94,130],"these":[26],"segmentation":[27],"maps":[28],"is":[29,60,77],"to":[30,38,44,79,109,124],"provide":[31],"area":[33,67],"be":[36,107],"used":[37,108],"compute":[39],"the":[40,45,83,87,92,95],"contribution":[41],"TCs":[43,63],"upwelling":[46],"radiation":[47],"budget.":[48],"Our":[49],"previous":[50],"work":[51],"has":[52],"identified":[53],"TC":[56,84,131],"clouds,":[57],"but":[58],"it":[59,76],"known":[61],"impact":[64],"a":[65,100],"larger":[66],"than":[68],"just":[69],"those":[70],"covered":[71],"by":[72],"clouds.":[74],"Hence":[75],"necessary":[78],"properly":[80],"label":[81],"both":[82,135],"clouds":[85,136],"associated":[88],"clear-sky":[89],"in":[91],"vicinity":[93],"TCs.":[96],"Here":[97],"we":[98],"convolutional":[101],"neural":[102],"network":[103],"method":[104],"reproduce":[110],"cloud":[111],"masks":[112,132],"generated":[113],"with":[114],"our":[115,122],"earlier,":[116],"first-principles":[117],"algorithm.":[118],"also":[120],"discuss":[121],"efforts":[123],"create":[125],"extended":[127],"training":[128],"set":[129],"include":[134],"clear":[138],"sky.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
